#Ling-3.1-flash

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How-toUS vs ChinaMulti-sourceSelected23:41
Ling-3.1-flash lands with day-0 vLLM support

A sparse MoE that activates only ~25B of 560B parameters means self-hosters get trillion-class capacity at a fraction of the serving cost, now with day-0 vLLM compatibility. Teams building front-end or prototype generation pipelines can run it on their own GPUs instead of relying on API providers. It also signals Ant Group's push to compete with open-weight releases from DeepSeek and Qwen in the global open-source ecosystem.

Event
Official accountvLLM@vllm_projectSource
Sep 30